Towards Goal-oriented Large Language Model Prompting: A Survey
The article ‘Towards Goal-oriented Large Language Model Prompting: A Survey’ by Haochen Li, Jonathan Leung, and Zhiqi…
Ta’keed: The First Generative Fact-Checking System for Arabic Claims
The paper presents ‘Ta keed’, an Arabic automatic fact-checking system that not only classifies information as true…
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks
The article presents CompactifAI, a novel compression method for Large Language Models (LLMs) like ChatGPT and LlaMA….
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
This article presents a new hierarchical topic modeling approach called TraCo (Transport Plan and Context-aware Hierarchical Topic…
Convolutional Neural Networks can achieve binary bail judgement classification
This research uses a Convolutional Neural Network (CNN) to predict bail judgements in India’s legal system, with…
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
The article presents a novel fine-tuning paradigm called BayesPrompt. It is designed to improve pre-trained language models’…
Parameter-Efficient Conversational Recommender System as a Language Processing Task
The paper discusses Conversational Recommender Systems (CRS) which recommend items to users through natural language conversation. Traditional…
Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations
The academic article discusses the importance of syntax representation in sentence-to-layout prediction, especially in unexpected situations. The…
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement
The paper introduces a novel framework, CAFFEINE, for managing and refining personas in long-term conversations. It addresses…
Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda
This research discusses the challenge of diagnosing depression, a major global health issue. Many patients turn to…